Overview

Dataset info

Number of variables65
Number of observations10503
Missing cells9888 (1.4%)
Duplicate rows87 (0.8%)
Total size in memory5.2 MiB
Average record size in memory520.0 B

Variables types

Numeric38
Categorical0
Boolean1
Date0
URL0
Text (Unique)0
Rejected26
Unsupported0

Warnings

Dataset has 87 (0.8%) duplicate rows Warning
X1 is highly skewed (γ1 = 51.97174974) Skewed
X10 is highly skewed (γ1 = -71.53233878) Skewed
X11 is highly correlated with X1 (ρ = 0.9890354987) Rejected
X12 is highly skewed (γ1 = 63.80065071) Skewed
X13 is highly skewed (γ1 = 95.39993809) Skewed
X14 is highly correlated with X11 (ρ = 0.9906742304) Rejected
X15 is highly skewed (γ1 = 78.01677588) Skewed
X16 is highly correlated with X12 (ρ = 0.9889031604) Rejected
X17 is highly skewed (γ1 = 56.86345384) Skewed
X18 is highly skewed (γ1 = 49.39102672) Skewed
X19 is highly skewed (γ1 = -55.99039915) Skewed
X2 is highly skewed (γ1 = 71.59601917) Skewed
X20 is highly skewed (γ1 = 72.00940147) Skewed
X20 has 557 (5.3%) zeros Zeros
X21 is highly skewed (γ1 = 96.51744012) Skewed
X21 has 807 (7.7%) missing values Missing
X22 is highly correlated with X14 (ρ = 0.944664259) Rejected
X23 is highly correlated with X19 (ρ = 0.9986134285) Rejected
X24 is highly skewed (γ1 = 58.74031499) Skewed
X24 has 227 (2.2%) missing values Missing
X25 is highly correlated with X10 (ρ = 0.9958982061) Rejected
X26 is highly correlated with X16 (ρ = 0.9985982128) Rejected
X27 is highly skewed (γ1 = 58.57875078) Skewed
X27 has 722 (6.9%) zeros Zeros
X27 has 715 (6.8%) missing values Missing
X28 is highly skewed (γ1 = 40.28119243) Skewed
X28 has 228 (2.2%) missing values Missing
X3 is highly correlated with X25 (ρ = 0.9940513882) Rejected
X30 is highly skewed (γ1 = -58.69119533) Skewed
X31 is highly correlated with X23 (ρ = 0.9858336534) Rejected
X32 is highly skewed (γ1 = 91.09697259) Skewed
X33 is highly skewed (γ1 = 49.97140962) Skewed
X34 is highly skewed (γ1 = 75.07516596) Skewed
X35 is highly correlated with X22 (ρ = 0.96730615) Rejected
X36 is highly skewed (γ1 = 31.60676251) Skewed
X37 is highly skewed (γ1 = 50.65384594) Skewed
X37 has 4736 (45.1%) missing values Missing
X38 is highly correlated with X3 (ρ = 0.9984150845) Rejected
X39 is highly skewed (γ1 = -52.58287378) Skewed
X4 is highly skewed (γ1 = 101.305786) Skewed
X40 is highly skewed (γ1 = 53.74957521) Skewed
X41 is highly skewed (γ1 = 101.4831986) Skewed
X41 has 202 (1.9%) missing values Missing
X42 is highly correlated with X31 (ρ = 0.9531675257) Rejected
X43 is highly skewed (γ1 = 61.55641863) Skewed
X44 is highly correlated with X43 (ρ = 0.9515052498) Rejected
X45 is highly skewed (γ1 = 39.39154083) Skewed
X45 has 591 (5.6%) missing values Missing
X46 is highly correlated with X4 (ρ = 0.9999329858) Rejected
X47 is highly correlated with X32 (ρ = 0.9539983216) Rejected
X48 is highly correlated with X22 (ρ = 0.9269619262) Rejected
X49 is highly correlated with X42 (ρ = 0.9954364121) Rejected
X5 is highly skewed (γ1 = -96.85758242) Skewed
X50 is highly correlated with X46 (ρ = 0.9987746586) Rejected
X51 is highly correlated with X2 (ρ = 0.9986580653) Rejected
X52 is highly correlated with X47 (ρ = 0.9145646266) Rejected
X53 is highly correlated with X28 (ρ = 0.9406444007) Rejected
X54 is highly correlated with X53 (ρ = 0.9459039454) Rejected
X55 is highly skewed (γ1 = 29.09865781) Skewed
X56 is highly skewed (γ1 = -100.5592068) Skewed
X57 is highly skewed (γ1 = -63.74613198) Skewed
X57 has 117 (1.1%) zeros Zeros
X58 is highly skewed (γ1 = 85.99569633) Skewed
X59 is highly skewed (γ1 = 92.56802622) Skewed
X59 has 4739 (45.1%) zeros Zeros
X6 is highly correlated with X38 (ρ = 0.9854792232) Rejected
X60 is highly skewed (γ1 = 96.55011193) Skewed
X60 has 592 (5.6%) missing values Missing
X61 is highly skewed (γ1 = 37.13976548) Skewed
X62 is highly correlated with X30 (ρ = 0.9901782546) Rejected
X63 is highly skewed (γ1 = 36.05340839) Skewed
X64 is highly skewed (γ1 = 31.96775366) Skewed
X64 has 228 (2.2%) missing values Missing
X7 is highly correlated with X22 (ρ = 0.9446656615) Rejected
X8 is highly correlated with X17 (ρ = 0.9991690446) Rejected
X9 is highly skewed (γ1 = 89.23915209) Skewed

Variables

X1
Numeric

Distinct count9948
Unique (%)94.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.05284445717
Minimum-17.692
Maximum52.652
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum-17.692
5-th percentile-0.227064
Q10.00068604
Median0.043034
Q30.123805
95-th percentile0.326537
Maximum52.652
Range70.344
Interquartile range0.12311896

Descriptive statistics

Standard deviation0.6477968151
Coef of variation12.25855747
Kurtosis4301.553128
Mean0.05284445717
MAD0.1343071535
Skewness51.97174974
Sum555.0253337
Variance0.4196407136
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-17.692 -3.2527 -1.21085 -0.700435 -0.376795 ... 0.5758 0.80315 1.3745 3.5954 52.652 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 62 0.6%
 
0.16259 4 < 0.1%
 
0.11142 4 < 0.1%
 
-0.12614 3 < 0.1%
 
0.10337 3 < 0.1%
 
0.13277 3 < 0.1%
 
0.015884 3 < 0.1%
 
0.13084 3 < 0.1%
 
0.15951 3 < 0.1%
 
0.12714 3 < 0.1%
 
Other values (9938) 10412 99.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-17.692 1 < 0.1%
 
-9.7437 1 < 0.1%
 
-6.4535 1 < 0.1%
 
-5.3527 1 < 0.1%
 
-3.9413 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
52.652 1 < 0.1%
 
20.481 1 < 0.1%
 
10.503 1 < 0.1%
 
7.3688 1 < 0.1%
 
4.0753 1 < 0.1%
 

X10
Numeric

Distinct count9829
Unique (%)93.6%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.3660925364
Minimum-479.73
Maximum11.837
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-479.73
5-th percentile-0.0614691
Q10.29734
Median0.5155
Q30.725635
95-th percentile0.919516
Maximum11.837
Range491.567
Interquartile range0.428295

Descriptive statistics

Standard deviation6.428603235
Coef of variation17.56004997
Kurtosis5172.370979
Mean0.3660925364
MAD0.3979589691
Skewness-71.53233878
Sum3845.06991
Variance41.32693955
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-479.73 -15.655 -3.8824 -1.88 -0.923915 ... 0.89227 0.94733 0.99999 1.3329 11.837 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 7 0.1%
 
0.23263 4 < 0.1%
 
0.64228 4 < 0.1%
 
0.7352 4 < 0.1%
 
0.58576 4 < 0.1%
 
0.68538 3 < 0.1%
 
0.84994 3 < 0.1%
 
0.65151 3 < 0.1%
 
0.76697 3 < 0.1%
 
0.6711 3 < 0.1%
 
Other values (9819) 10465 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-479.73 1 < 0.1%
 
-445.86 1 < 0.1%
 
-23.905 1 < 0.1%
 
-15.667 1 < 0.1%
 
-15.643 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
11.837 1 < 0.1%
 
8.8345 1 < 0.1%
 
5.6675 1 < 0.1%
 
3.2706 1 < 0.1%
 
2.0661 1 < 0.1%
 

X11
Highly correlated

This variable is highly correlated with X1 and should be ignored for analysis

Correlation0.9890354987

X12
Numeric

Distinct count10081
Unique (%)96.0%
Missing (%)0.2%
Missing (n)18
Infinite (%)0.0%
Infinite (n)0
Mean2.411266181
Minimum-1543.8
Maximum8259.4
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-1543.8
5-th percentile-0.613102
Q10.0061831
Median0.15588
Q30.57034
95-th percentile2.73996
Maximum8259.4
Range9803.2
Interquartile range0.5641569

Descriptive statistics

Standard deviation111.4596421
Coef of variation46.22452842
Kurtosis4406.333961
Mean2.411266181
MAD4.741818362
Skewness63.80065071
Sum25282.12591
Variance12423.25182
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 4 < 0.1%
 
0.19908 3 < 0.1%
 
0.13053 3 < 0.1%
 
0.72518 3 < 0.1%
 
-0.1851 3 < 0.1%
 
0.22044 3 < 0.1%
 
0.22471 3 < 0.1%
 
0.11017 3 < 0.1%
 
0.15576 3 < 0.1%
 
0.18343 3 < 0.1%
 
Other values (10070) 10454 99.5%
 
(Missing) 18 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-1543.8 1 < 0.1%
 
-274.57 1 < 0.1%
 
-204.3 1 < 0.1%
 
-193.1 1 < 0.1%
 
-110.6 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
8259.4 1 < 0.1%
 
7022.6 1 < 0.1%
 
2529.3 1 < 0.1%
 
1612 1 < 0.1%
 
648.07 1 < 0.1%
 

X13
Numeric

Distinct count9858
Unique (%)93.9%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean0.3765626875
Minimum-631.71
Maximum4972
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-631.71
5-th percentile-0.1461685
Q10.0207395
Median0.0664325
Q30.1336125
95-th percentile0.3170325
Maximum4972
Range5603.71
Interquartile range0.112873

Descriptive statistics

Standard deviation49.67554985
Coef of variation131.9184069
Kurtosis9600.491627
Mean0.3765626875
MAD1.059917446
Skewness95.39993809
Sum3938.845712
Variance2467.660253
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 6 0.1%
 
0.11698 5 < 0.1%
 
0.10322 4 < 0.1%
 
0.16642 4 < 0.1%
 
0.10021 4 < 0.1%
 
0.12051 3 < 0.1%
 
0.1584 3 < 0.1%
 
0.10108 3 < 0.1%
 
0.10987 3 < 0.1%
 
0.12809 3 < 0.1%
 
Other values (9847) 10422 99.2%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-631.71 1 < 0.1%
 
-557.01 1 < 0.1%
 
-550.47 1 < 0.1%
 
-118.96 2 < 0.1%
 
-116.59 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4972 1 < 0.1%
 
110.99 1 < 0.1%
 
64.035 1 < 0.1%
 
60.43 2 < 0.1%
 
45.11 1 < 0.1%
 

X14
Highly correlated

This variable is highly correlated with X11 and should be ignored for analysis

Correlation0.9906742304

X15
Numeric

Distinct count10029
Unique (%)95.5%
Missing (%)0.1%
Missing (n)8
Infinite (%)0.0%
Infinite (n)0
Mean3004.332479
Minimum-2321800
Maximum10236000
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-2321800
5-th percentile-4625.29
Q1186.595
Median805.69
Q32187.1
95-th percentile9171.37
Maximum10236000
Range12557800
Interquartile range2000.505

Descriptive statistics

Standard deviation109198.1196
Coef of variation36.3468825
Kurtosis7379.882657
Mean3004.332479
MAD7350.1596
Skewness78.01677588
Sum31530469.37
Variance1.192422933e+10
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 8 0.1%
 
2293.5 3 < 0.1%
 
1112.4 3 < 0.1%
 
1105.1 3 < 0.1%
 
429.52 3 < 0.1%
 
1973.3 3 < 0.1%
 
1363.4 3 < 0.1%
 
667.72 3 < 0.1%
 
1093.7 3 < 0.1%
 
346.66 3 < 0.1%
 
Other values (10018) 10460 99.6%
 
(Missing) 8 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-2321800 1 < 0.1%
 
-1204100 1 < 0.1%
 
-899690 1 < 0.1%
 
-697480 1 < 0.1%
 
-602360 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
10236000 1 < 0.1%
 
1383500 1 < 0.1%
 
1379200 1 < 0.1%
 
1331700 1 < 0.1%
 
1044200 1 < 0.1%
 

X16
Highly correlated

This variable is highly correlated with X12 and should be ignored for analysis

Correlation0.9889031604

X17
Numeric

Distinct count9210
Unique (%)87.7%
Missing (%)0.1%
Missing (n)14
Infinite (%)0.0%
Infinite (n)0
Mean20.51153947
Minimum-0.043411
Maximum53433
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.043411
5-th percentile0.949602
Q11.4492
Median2.1525
Q33.9243
95-th percentile13.7802
Maximum53433
Range53433.04341
Interquartile range2.4751

Descriptive statistics

Standard deviation721.8127658
Coef of variation35.19057001
Kurtosis3574.405057
Mean20.51153947
MAD33.58879682
Skewness56.86345384
Sum215145.5375
Variance521013.6689
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.2411 4 < 0.1%
 
1.4143 4 < 0.1%
 
1.7101 4 < 0.1%
 
1.3854 4 < 0.1%
 
1.1745 4 < 0.1%
 
1.2256 4 < 0.1%
 
1.4798 4 < 0.1%
 
1.5751 4 < 0.1%
 
2.2605 4 < 0.1%
 
2.2081 4 < 0.1%
 
Other values (9199) 10449 99.5%
 
(Missing) 14 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.043411 1 < 0.1%
 
0.0020802 1 < 0.1%
 
0.0022377 1 < 0.1%
 
0.040152 1 < 0.1%
 
0.059992 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
53433 1 < 0.1%
 
29642 2 < 0.1%
 
26382 1 < 0.1%
 
11491 1 < 0.1%
 
2781.8 1 < 0.1%
 

X18
Numeric

Distinct count9987
Unique (%)95.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.07073920282
Minimum-17.692
Maximum53.689
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-17.692
5-th percentile-0.227251
Q10.0021313
Median0.050953
Q30.142285
95-th percentile0.358768
Maximum53.689
Range71.381
Interquartile range0.1401537

Descriptive statistics

Standard deviation0.8353284628
Coef of variation11.80856483
Kurtosis3169.12498
Mean0.07073920282
MAD0.1504410429
Skewness49.39102672
Sum742.9738472
Variance0.6977736408
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-17.692 -3.2527 -1.21085 -0.701505 -0.432055 ... 0.70576 0.87882 1.33635 2.80645 53.689 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 11 0.1%
 
0.13838 4 < 0.1%
 
0.11525 4 < 0.1%
 
0.13138 3 < 0.1%
 
0.19938 3 < 0.1%
 
0.1745 3 < 0.1%
 
0.30805 3 < 0.1%
 
0.01222 3 < 0.1%
 
0.10838 3 < 0.1%
 
0.16319 3 < 0.1%
 
Other values (9977) 10463 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-17.692 1 < 0.1%
 
-9.7437 1 < 0.1%
 
-6.4535 1 < 0.1%
 
-5.3527 1 < 0.1%
 
-3.9413 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
53.689 1 < 0.1%
 
52.652 1 < 0.1%
 
20.481 1 < 0.1%
 
10.503 1 < 0.1%
 
7.3688 1 < 0.1%
 

X19
Numeric

Distinct count10000
Unique (%)95.2%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean-0.1707779781
Minimum-771.65
Maximum123.94
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-771.65
5-th percentile-0.201201
Q10.001647925
Median0.032117
Q30.0875825
95-th percentile0.2289285
Maximum123.94
Range895.59
Interquartile range0.085934575

Descriptive statistics

Standard deviation11.21020088
Coef of variation-65.64195809
Kurtosis3392.863396
Mean-0.1707779781
MAD0.5124565529
Skewness-55.99039915
Sum-1786.337651
Variance125.6686038
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 9 0.1%
 
0.11664 5 < 0.1%
 
0.10826 5 < 0.1%
 
0.12145 4 < 0.1%
 
0.027272 3 < 0.1%
 
-0.11786 3 < 0.1%
 
0.11235 3 < 0.1%
 
0.11675 3 < 0.1%
 
0.14033 3 < 0.1%
 
0.014901 3 < 0.1%
 
Other values (9989) 10419 99.2%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-771.65 1 < 0.1%
 
-576.12 1 < 0.1%
 
-555.94 1 < 0.1%
 
-121.21 2 < 0.1%
 
-116.59 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
123.94 1 < 0.1%
 
60.43 2 < 0.1%
 
45.11 1 < 0.1%
 
45.081 1 < 0.1%
 
16.761 1 < 0.1%
 

X2
Numeric

Distinct count9806
Unique (%)93.4%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean0.6199113234
Minimum0
Maximum480.73
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.0713702
Q10.253955
Median0.46414
Q30.68933
95-th percentile1.05269
Maximum480.73
Range480.73
Interquartile range0.435375

Descriptive statistics

Standard deviation6.427041255
Coef of variation10.36767843
Kurtosis5178.423246
Mean0.6199113234
MAD0.3978911015
Skewness71.59601917
Sum6510.92863
Variance41.30685929
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[0.00000e+00 9.35750e-06 6.24635e-05 3.12180e-02 7.93830e-02 ... 1.92390e+00 2.88000e+00 4.88240e+00 1.66560e+01 4.80730e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 14 0.1%
 
0.76737 4 < 0.1%
 
0.41424 4 < 0.1%
 
0.14529 3 < 0.1%
 
0.2816 3 < 0.1%
 
0.34849 3 < 0.1%
 
0.58688 3 < 0.1%
 
0.16502 3 < 0.1%
 
0.35772 3 < 0.1%
 
0.15006 3 < 0.1%
 
Other values (9796) 10460 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 14 0.1%
 
1.8715e-05 1 < 0.1%
 
3.3736e-05 2 < 0.1%
 
3.7904e-05 1 < 0.1%
 
8.7023e-05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
480.73 1 < 0.1%
 
446.88 1 < 0.1%
 
24.905 1 < 0.1%
 
16.669 1 < 0.1%
 
16.643 1 < 0.1%
 

X20
Numeric

Distinct count9349
Unique (%)89.0%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean68.44853119
Minimum-0.0014386
Maximum91600
Zeros (%)5.3%
Mini histogram

Quantile statistics

Minimum-0.0014386
5-th percentile0
Q114.25375
Median34.4325
Q363.69825
95-th percentile149.2825
Maximum91600
Range91600.00144
Interquartile range49.4445

Descriptive statistics

Standard deviation1083.699904
Coef of variation15.83233248
Kurtosis5566.603529
Mean68.44853119
MAD64.16639703
Skewness72.00940147
Sum715971.6362
Variance1174405.482
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 557 5.3%
 
84.785 4 < 0.1%
 
28.231 4 < 0.1%
 
30.684 4 < 0.1%
 
25.859 3 < 0.1%
 
33.024 3 < 0.1%
 
15.513 3 < 0.1%
 
13.533 3 < 0.1%
 
17.59 3 < 0.1%
 
30.46 3 < 0.1%
 
Other values (9338) 9873 94.0%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.0014386 1 < 0.1%
 
0 557 5.3%
 
9.9721e-05 1 < 0.1%
 
0.0011651 1 < 0.1%
 
0.0012145 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
91600 1 < 0.1%
 
55745 1 < 0.1%
 
26606 1 < 0.1%
 
5341.9 1 < 0.1%
 
2493.1 1 < 0.1%
 

X21
Numeric

Distinct count7963
Unique (%)75.8%
Missing (%)7.7%
Missing (n)807
Infinite (%)0.0%
Infinite (n)0
Mean4.670724623
Minimum-1.1075
Maximum29907
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-1.1075
5-th percentile0.526405
Q10.7966725
Median0.955035
Q31.10565
95-th percentile1.534425
Maximum29907
Range29908.1075
Interquartile range0.3089775

Descriptive statistics

Standard deviation305.8972375
Coef of variation65.49245828
Kurtosis9422.747986
Mean4.670724623
MAD7.351895867
Skewness96.51744012
Sum45287.34595
Variance93573.11992
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1 20 0.2%
 
0 9 0.1%
 
1.0161 8 0.1%
 
1.034 7 0.1%
 
1.0236 7 0.1%
 
1.0402 6 0.1%
 
1.0413 6 0.1%
 
1.0357 6 0.1%
 
1.0174 6 0.1%
 
1.1127 6 0.1%
 
Other values (7952) 9615 91.5%
 
(Missing) 807 7.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.1075 1 < 0.1%
 
-0.18636 1 < 0.1%
 
0 9 0.1%
 
0.00096744 1 < 0.1%
 
0.007234 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
29907 1 < 0.1%
 
3453.2 1 < 0.1%
 
782.35 1 < 0.1%
 
466.32 1 < 0.1%
 
308.29 1 < 0.1%
 

X22
Highly correlated

This variable is highly correlated with X14 and should be ignored for analysis

Correlation0.944664259

X23
Highly correlated

This variable is highly correlated with X19 and should be ignored for analysis

Correlation0.9986134285

X24
Numeric

Distinct count9798
Unique (%)93.3%
Missing (%)2.2%
Missing (n)227
Infinite (%)0.0%
Infinite (n)0
Mean0.2119363417
Minimum-60.742
Maximum179.92
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum-60.742
5-th percentile-0.33877
Q10.014938
Median0.15837
Q30.3736725
95-th percentile0.8717225
Maximum179.92
Range240.662
Interquartile range0.3587345

Descriptive statistics

Standard deviation2.093845489
Coef of variation9.879596261
Kurtosis5405.835464
Mean0.2119363417
MAD0.3331378408
Skewness58.74031499
Sum2177.857847
Variance4.384188931
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 20 0.2%
 
0.29665 4 < 0.1%
 
0.21176 4 < 0.1%
 
0.39882 3 < 0.1%
 
0.69641 3 < 0.1%
 
0.27641 3 < 0.1%
 
0.15496 3 < 0.1%
 
0.15047 3 < 0.1%
 
0.11736 3 < 0.1%
 
0.11876 3 < 0.1%
 
Other values (9787) 10227 97.4%
 
(Missing) 227 2.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-60.742 1 < 0.1%
 
-44.197 1 < 0.1%
 
-38.572 1 < 0.1%
 
-9.5538 1 < 0.1%
 
-9.4236 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
179.92 1 < 0.1%
 
45.533 1 < 0.1%
 
25.413 1 < 0.1%
 
10.573 1 < 0.1%
 
8.4872 1 < 0.1%
 

X25
Highly correlated

This variable is highly correlated with X10 and should be ignored for analysis

Correlation0.9958982061

X26
Highly correlated

This variable is highly correlated with X16 and should be ignored for analysis

Correlation0.9985982128

X27
Numeric

Distinct count8765
Unique (%)83.5%
Missing (%)6.8%
Missing (n)715
Infinite (%)0.0%
Infinite (n)0
Mean1185.945272
Minimum-190130
Maximum2723000
Zeros (%)6.9%
Mini histogram

Quantile statistics

Minimum-190130
5-th percentile-11.11865
Q10
Median1.0669
Q34.8143
95-th percentile132.7065
Maximum2723000
Range2913130
Interquartile range4.8143

Descriptive statistics

Standard deviation34691.22923
Coef of variation29.25196469
Kurtosis4160.321863
Mean1185.945272
MAD2440.77665
Skewness58.57875078
Sum11608032.33
Variance1203481385
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 722 6.9%
 
-10 7 0.1%
 
1.4999 3 < 0.1%
 
1.8686 3 < 0.1%
 
1.0423 3 < 0.1%
 
4.6532 3 < 0.1%
 
1.2903 3 < 0.1%
 
1.1688 3 < 0.1%
 
1.7648 3 < 0.1%
 
2.4051 3 < 0.1%
 
Other values (8754) 9035 86.0%
 
(Missing) 715 6.8%
 

Minimum 5 values

ValueCountFrequency (%) 
-190130 1 < 0.1%
 
-67135 1 < 0.1%
 
-41119 1 < 0.1%
 
-26587 1 < 0.1%
 
-26253 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2723000 1 < 0.1%
 
1328600 1 < 0.1%
 
904760 1 < 0.1%
 
584190 1 < 0.1%
 
510780 1 < 0.1%
 

X28
Numeric

Distinct count9878
Unique (%)94.0%
Missing (%)2.2%
Missing (n)228
Infinite (%)0.0%
Infinite (n)0
Mean6.092884194
Minimum-690.4
Maximum6233.3
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-690.4
5-th percentile-0.650411
Q10.0271775
Median0.45993
Q31.56485
95-th percentile12.0964
Maximum6233.3
Range6923.7
Interquartile range1.5376725

Descriptive statistics

Standard deviation94.71375327
Coef of variation15.54497841
Kurtosis2150.466821
Mean6.092884194
MAD10.66051078
Skewness40.28119243
Sum62604.3851
Variance8970.695059
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.22154 3 < 0.1%
 
0.36398 3 < 0.1%
 
1.1267 3 < 0.1%
 
1.1031 3 < 0.1%
 
0.92094 3 < 0.1%
 
1.067 3 < 0.1%
 
0.11196 3 < 0.1%
 
1.4057 3 < 0.1%
 
0.26245 3 < 0.1%
 
1.2517 3 < 0.1%
 
Other values (9867) 10245 97.5%
 
(Missing) 228 2.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-690.4 1 < 0.1%
 
-447.78 1 < 0.1%
 
-267.22 1 < 0.1%
 
-227.08 1 < 0.1%
 
-199.87 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6233.3 1 < 0.1%
 
3149.8 1 < 0.1%
 
2770 1 < 0.1%
 
2643.4 1 < 0.1%
 
2392.9 1 < 0.1%
 

X29
Numeric

Distinct count8724
Unique (%)83.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.921178972
Minimum-0.35853
Maximum9.6199
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-0.35853
5-th percentile2.52202
Q13.3932
Median3.9321
Q34.44995
95-th percentile5.30319
Maximum9.6199
Range9.97843
Interquartile range1.05675

Descriptive statistics

Standard deviation0.8405278456
Coef of variation0.2143558995
Kurtosis0.6883782864
Mean3.921178972
MAD0.6543960185
Skewness-0.03026622326
Sum41184.14274
Variance0.7064870593
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-0.35853 0.913645 1.57175 2.02375 2.4365 ... 5.51515 6.07995 6.40695 6.6524 9.6199 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.9209 5 < 0.1%
 
3.8782 5 < 0.1%
 
3.4363 4 < 0.1%
 
3.514 4 < 0.1%
 
4.3261 4 < 0.1%
 
3.8836 4 < 0.1%
 
3.5117 4 < 0.1%
 
3.7182 4 < 0.1%
 
4.5321 4 < 0.1%
 
4.0562 4 < 0.1%
 
Other values (8714) 10461 99.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.35853 1 < 0.1%
 
-0.34969 1 < 0.1%
 
-0.043411 1 < 0.1%
 
0.056142 1 < 0.1%
 
0.33985 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
9.6199 1 < 0.1%
 
7.7381 1 < 0.1%
 
7.5684 1 < 0.1%
 
7.1447 1 < 0.1%
 
7.099 1 < 0.1%
 

X3
Highly correlated

This variable is highly correlated with X25 and should be ignored for analysis

Correlation0.9940513882

X30
Numeric

Distinct count9891
Unique (%)94.2%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean0.4593460066
Minimum-6351.7
Maximum2940.5
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-6351.7
5-th percentile-0.1615165
Q10.07385025
Median0.216525
Q30.42624
95-th percentile1.21837
Maximum2940.5
Range9292.2
Interquartile range0.35238975

Descriptive statistics

Standard deviation71.75504244
Coef of variation156.2113122
Kurtosis6160.798456
Mean0.4593460066
MAD2.013625357
Skewness-58.69119533
Sum4804.759229
Variance5148.786116
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0.22582 4 < 0.1%
 
0.99953 3 < 0.1%
 
0.32831 3 < 0.1%
 
0.30646 3 < 0.1%
 
0.1045 3 < 0.1%
 
0.14629 3 < 0.1%
 
0.30445 3 < 0.1%
 
0.11423 3 < 0.1%
 
0.12198 3 < 0.1%
 
0.27366 3 < 0.1%
 
Other values (9880) 10429 99.3%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-6351.7 1 < 0.1%
 
-495.41 2 < 0.1%
 
-293.16 1 < 0.1%
 
-76.63 1 < 0.1%
 
-30.877 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2940.5 1 < 0.1%
 
1372 1 < 0.1%
 
984 1 < 0.1%
 
759.25 1 < 0.1%
 
679.44 1 < 0.1%
 

X31
Highly correlated

This variable is highly correlated with X23 and should be ignored for analysis

Correlation0.9858336534

X32
Numeric

Distinct count9608
Unique (%)91.5%
Missing (%)1.0%
Missing (n)101
Infinite (%)0.0%
Infinite (n)0
Mean1171.669842
Minimum-9295.6
Maximum6674200
Zeros (%)0.2%
Mini histogram

Quantile statistics

Minimum-9295.6
5-th percentile16.664
Q144.719
Median77.522
Q3129.185
95-th percentile326.2705
Maximum6674200
Range6683495.6
Interquartile range84.466

Descriptive statistics

Standard deviation68412.70291
Coef of variation58.38906188
Kurtosis8749.415741
Mean1171.669842
MAD2108.611667
Skewness91.09697259
Sum12187709.7
Variance4680297920
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 17 0.2%
 
115.15 4 < 0.1%
 
117.59 4 < 0.1%
 
109.02 4 < 0.1%
 
120.76 4 < 0.1%
 
110.32 4 < 0.1%
 
102.66 4 < 0.1%
 
124.55 4 < 0.1%
 
168.69 4 < 0.1%
 
44.165 3 < 0.1%
 
Other values (9597) 10350 98.5%
 
(Missing) 101 1.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-9295.6 1 < 0.1%
 
-396.52 1 < 0.1%
 
-270.71 1 < 0.1%
 
-0.0022541 1 < 0.1%
 
0 17 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
6674200 1 < 0.1%
 
1753600 1 < 0.1%
 
899060 1 < 0.1%
 
385260 1 < 0.1%
 
185290 1 < 0.1%
 

X33
Numeric

Distinct count9756
Unique (%)92.9%
Missing (%)0.2%
Missing (n)18
Infinite (%)0.0%
Infinite (n)0
Mean8.419886836
Minimum-1.9219
Maximum2787.9
Zeros (%)0.8%
Mini histogram

Quantile statistics

Minimum-1.9219
5-th percentile0.984486
Q12.7859
Median4.6809
Q38.0815
95-th percentile21.4672
Maximum2787.9
Range2789.8219
Interquartile range5.2956

Descriptive statistics

Standard deviation37.6967642
Coef of variation4.477110552
Kurtosis3252.845996
Mean8.419886836
MAD6.884999108
Skewness49.97140962
Sum88282.51347
Variance1421.046031
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 85 0.8%
 
10.247 5 < 0.1%
 
11.602 4 < 0.1%
 
2.1637 4 < 0.1%
 
3.4463 4 < 0.1%
 
4.0419 3 < 0.1%
 
5.0388 3 < 0.1%
 
2.3727 3 < 0.1%
 
7.2121 3 < 0.1%
 
10.528 3 < 0.1%
 
Other values (9745) 10368 98.7%
 
(Missing) 18 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.9219 1 < 0.1%
 
-0.9205 1 < 0.1%
 
-0.039266 1 < 0.1%
 
-0.0014386 1 < 0.1%
 
0 85 0.8%
 

Maximum 5 values

ValueCountFrequency (%) 
2787.9 1 < 0.1%
 
1696 1 < 0.1%
 
862.38 1 < 0.1%
 
708.92 1 < 0.1%
 
552.79 1 < 0.1%
 

X34
Numeric

Distinct count9985
Unique (%)95.1%
Missing (%)0.1%
Missing (n)14
Infinite (%)0.0%
Infinite (n)0
Mean5.398356479
Minimum-1696
Maximum6348.5
Zeros (%)0.8%
Mini histogram

Quantile statistics

Minimum-1696
5-th percentile-0.0281226
Q10.36746
Median2.0516
Q34.7686
95-th percentile15.4268
Maximum6348.5
Range8044.5
Interquartile range4.40114

Descriptive statistics

Standard deviation69.03526264
Coef of variation12.78820006
Kurtosis6896.398011
Mean5.398356479
MAD6.237738206
Skewness75.07516596
Sum56623.36111
Variance4765.867487
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 85 0.8%
 
1.3986 4 < 0.1%
 
1.2987 3 < 0.1%
 
11.375 3 < 0.1%
 
2.4551 3 < 0.1%
 
4.7653 3 < 0.1%
 
4.3255 3 < 0.1%
 
2.6798 3 < 0.1%
 
3.6974 3 < 0.1%
 
10.247 3 < 0.1%
 
Other values (9974) 10376 98.8%
 
(Missing) 14 0.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-1696 1 < 0.1%
 
-24.465 1 < 0.1%
 
-15.972 1 < 0.1%
 
-14.262 1 < 0.1%
 
-13.05 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
6348.5 1 < 0.1%
 
1960.3 1 < 0.1%
 
862.38 1 < 0.1%
 
552.79 1 < 0.1%
 
549.16 1 < 0.1%
 

X35
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation0.96730615

X36
Numeric

Distinct count9262
Unique (%)88.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.98124959
Minimum-8.4465e-05
Maximum169.5
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-8.4465e-05
5-th percentile0.430149
Q11.0435
Median1.5869
Q32.38075
95-th percentile4.44096
Maximum169.5
Range169.5000845
Interquartile range1.33725

Descriptive statistics

Standard deviation2.630705079
Coef of variation1.327800945
Kurtosis1715.42438
Mean1.98124959
MAD1.049795466
Skewness31.60676251
Sum20809.06445
Variance6.920609213
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-8.44650e-05 -4.22325e-05 4.00520e-05 1.46395e-03 3.13745e-01 ... 6.77885e+00 9.11100e+00 1.29010e+01 2.01900e+01 1.69500e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 28 0.3%
 
1.2701 4 < 0.1%
 
2.122 4 < 0.1%
 
1.3068 4 < 0.1%
 
3.4481 4 < 0.1%
 
1.4343 4 < 0.1%
 
1.4258 4 < 0.1%
 
1.5613 4 < 0.1%
 
1.7227 4 < 0.1%
 
1.7725 4 < 0.1%
 
Other values (9252) 10439 99.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-8.4465e-05 1 < 0.1%
 
0 28 0.3%
 
8.0104e-05 1 < 0.1%
 
9.1452e-05 1 < 0.1%
 
0.00015936 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
169.5 1 < 0.1%
 
75.397 1 < 0.1%
 
64.175 1 < 0.1%
 
63.482 1 < 0.1%
 
54.264 1 < 0.1%
 

X37
Numeric

Distinct count5559
Unique (%)52.9%
Missing (%)45.1%
Missing (n)4736
Infinite (%)0.0%
Infinite (n)0
Mean102.6976923
Minimum-2.2009
Maximum136090
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-2.2009
5-th percentile0.25446
Q11.0386
Median2.7273
Q310.7415
95-th percentile146.583
Maximum136090
Range136092.2009
Interquartile range9.7029

Descriptive statistics

Standard deviation2469.447679
Coef of variation24.04579522
Kurtosis2664.863752
Mean102.6976923
MAD176.4277299
Skewness50.65384594
Sum592257.5917
Variance6098171.841
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.2474 3 < 0.1%
 
2.4486 3 < 0.1%
 
5.1169 3 < 0.1%
 
1.2082 3 < 0.1%
 
0.68732 3 < 0.1%
 
0 3 < 0.1%
 
2.7642 2 < 0.1%
 
8.4288 2 < 0.1%
 
1.0643 2 < 0.1%
 
1.2218 2 < 0.1%
 
Other values (5548) 5741 54.7%
 
(Missing) 4736 45.1%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.2009 1 < 0.1%
 
-0.29394 1 < 0.1%
 
-0.0020003 1 < 0.1%
 
0 3 < 0.1%
 
0.0068532 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
136090 1 < 0.1%
 
123140 1 < 0.1%
 
19942 1 < 0.1%
 
16963 1 < 0.1%
 
16440 1 < 0.1%
 

X38
Highly correlated

This variable is highly correlated with X3 and should be ignored for analysis

Correlation0.9984150845

X39
Numeric

Distinct count9972
Unique (%)94.9%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean-0.07635543283
Minimum-551.11
Maximum293.15
Zeros (%)0.5%
Mini histogram

Quantile statistics

Minimum-551.11
5-th percentile-0.1941345
Q10.00155655
Median0.03408
Q30.09091825
95-th percentile0.2267365
Maximum293.15
Range844.26
Interquartile range0.0893617

Descriptive statistics

Standard deviation8.079334349
Coef of variation-105.8121741
Kurtosis3977.452324
Mean-0.07635543283
MAD0.3186482949
Skewness-52.58287378
Sum-798.6778274
Variance65.27564353
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 48 0.5%
 
0.10209 4 < 0.1%
 
0.012922 4 < 0.1%
 
-0.10947 3 < 0.1%
 
0.051954 3 < 0.1%
 
0.10476 3 < 0.1%
 
0.018391 3 < 0.1%
 
0.11272 3 < 0.1%
 
0.11999 3 < 0.1%
 
0.10827 3 < 0.1%
 
Other values (9961) 10383 98.9%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-551.11 1 < 0.1%
 
-527.95 1 < 0.1%
 
-76.561 1 < 0.1%
 
-57.898 1 < 0.1%
 
-47.107 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
293.15 1 < 0.1%
 
12.928 1 < 0.1%
 
4.9902 1 < 0.1%
 
1.5881 2 < 0.1%
 
1.2174 1 < 0.1%
 

X4
Numeric

Distinct count9426
Unique (%)89.7%
Missing (%)0.2%
Missing (n)18
Infinite (%)0.0%
Infinite (n)0
Mean9.980499133
Minimum0.0020802
Maximum53433
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.0020802
5-th percentile0.48286
Q11.0401
Median1.6056
Q32.9595
95-th percentile10.134
Maximum53433
Range53432.99792
Interquartile range1.9194

Descriptive statistics

Standard deviation523.6919512
Coef of variation52.47151913
Kurtosis10332.64833
Mean9.980499133
MAD14.86307128
Skewness101.305786
Sum104645.5334
Variance274253.2597
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.0213 4 < 0.1%
 
1.2685 4 < 0.1%
 
1.2409 4 < 0.1%
 
1.2081 4 < 0.1%
 
1.3992 4 < 0.1%
 
1.0061 4 < 0.1%
 
1.0684 4 < 0.1%
 
1.1482 4 < 0.1%
 
1.2393 4 < 0.1%
 
1.152 4 < 0.1%
 
Other values (9415) 10445 99.4%
 
(Missing) 18 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
0.0020802 1 < 0.1%
 
0.0022377 1 < 0.1%
 
0.0025223 1 < 0.1%
 
0.0064679 1 < 0.1%
 
0.017449 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
53433 1 < 0.1%
 
3171.7 1 < 0.1%
 
1812.1 1 < 0.1%
 
991.19 1 < 0.1%
 
929.04 1 < 0.1%
 

X40
Numeric

Distinct count10033
Unique (%)95.5%
Missing (%)0.2%
Missing (n)18
Infinite (%)0.0%
Infinite (n)0
Mean2.381025694
Minimum-7.0819
Maximum2883
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-7.0819
5-th percentile0.0100504
Q10.053666
Median0.1959
Q30.74215
95-th percentile4.6432
Maximum2883
Range2890.0819
Interquartile range0.688484

Descriptive statistics

Standard deviation37.81983868
Coef of variation15.88384316
Kurtosis3609.394113
Mean2.381025694
MAD3.639560283
Skewness53.74957521
Sum24965.0544
Variance1430.340198
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 7 0.1%
 
0.10429 3 < 0.1%
 
0.13285 3 < 0.1%
 
0.11016 3 < 0.1%
 
0.24851 3 < 0.1%
 
0.10071 3 < 0.1%
 
0.06793 3 < 0.1%
 
0.16173 3 < 0.1%
 
0.10543 3 < 0.1%
 
1.1318 3 < 0.1%
 
Other values (10022) 10451 99.5%
 
(Missing) 18 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-7.0819 1 < 0.1%
 
-5.2715 1 < 0.1%
 
-0.41199 1 < 0.1%
 
-0.40756 1 < 0.1%
 
-0.40082 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
2883 1 < 0.1%
 
1637.9 1 < 0.1%
 
854.76 1 < 0.1%
 
670.05 1 < 0.1%
 
654.74 1 < 0.1%
 

X41
Numeric

Distinct count9830
Unique (%)93.6%
Missing (%)1.9%
Missing (n)202
Infinite (%)0.0%
Infinite (n)0
Mean28.70717804
Minimum-667.73
Maximum288770
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-667.73
5-th percentile-0.34246
Q10.022026
Median0.079126
Q30.1952
95-th percentile1.0187
Maximum288770
Range289437.73
Interquartile range0.173174

Descriptive statistics

Standard deviation2845.290346
Coef of variation99.11424738
Kurtosis10299.55524
Mean28.70717804
MAD57.10134246
Skewness101.4831986
Sum295712.641
Variance8095677.152
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 14 0.1%
 
0.17051 3 < 0.1%
 
0.037309 3 < 0.1%
 
0.14301 3 < 0.1%
 
0.11667 3 < 0.1%
 
0.036654 3 < 0.1%
 
0.15848 3 < 0.1%
 
0.13987 3 < 0.1%
 
0.16723 3 < 0.1%
 
0.10692 3 < 0.1%
 
Other values (9819) 10260 97.7%
 
(Missing) 202 1.9%
 

Minimum 5 values

ValueCountFrequency (%) 
-667.73 1 < 0.1%
 
-388.7 1 < 0.1%
 
-216.82 1 < 0.1%
 
-80.359 1 < 0.1%
 
-60.848 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
288770 1 < 0.1%
 
1924.6 1 < 0.1%
 
789.85 1 < 0.1%
 
561.72 1 < 0.1%
 
485.13 1 < 0.1%
 

X42
Highly correlated

This variable is highly correlated with X31 and should be ignored for analysis

Correlation0.9531675257

X43
Numeric

Distinct count9257
Unique (%)88.1%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean195.3892858
Minimum-25113
Maximum254030
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-25113
5-th percentile26.65885
Q165.62725
Median99.131
Q3141.4825
95-th percentile270.1885
Maximum254030
Range279143
Interquartile range75.85525

Descriptive statistics

Standard deviation3303.309554
Coef of variation16.90629832
Kurtosis4158.319874
Mean195.3892858
MAD185.2099676
Skewness61.55641863
Sum2043771.929
Variance10911854.01
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 8 0.1%
 
102.65 7 0.1%
 
110.51 5 < 0.1%
 
122.46 5 < 0.1%
 
102.18 5 < 0.1%
 
100.47 5 < 0.1%
 
112.14 4 < 0.1%
 
125.8 4 < 0.1%
 
110.63 4 < 0.1%
 
139.52 4 < 0.1%
 
Other values (9246) 10409 99.1%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-25113 1 < 0.1%
 
-52.472 1 < 0.1%
 
-0.29373 1 < 0.1%
 
0 8 0.1%
 
0.15715 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
254030 1 < 0.1%
 
159010 1 < 0.1%
 
140620 1 < 0.1%
 
33873 1 < 0.1%
 
26623 1 < 0.1%
 

X44
Highly correlated

This variable is highly correlated with X43 and should be ignored for analysis

Correlation0.9515052498

X45
Numeric

Distinct count9498
Unique (%)90.4%
Missing (%)5.6%
Missing (n)591
Infinite (%)0.0%
Infinite (n)0
Mean17.45129671
Minimum-74385
Maximum113280
Zeros (%)0.6%
Mini histogram

Quantile statistics

Minimum-74385
5-th percentile-1.731395
Q10.0061574
Median0.261265
Q30.9498025
95-th percentile6.49789
Maximum113280
Range187665
Interquartile range0.9436451

Descriptive statistics

Standard deviation1720.342176
Coef of variation98.57961876
Kurtosis3358.343812
Mean17.45129671
MAD56.64222214
Skewness39.39154083
Sum172977.253
Variance2959577.203
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 59 0.6%
 
1.454 4 < 0.1%
 
0.25768 3 < 0.1%
 
0.13753 3 < 0.1%
 
1.4062 3 < 0.1%
 
0.075463 3 < 0.1%
 
0.13056 3 < 0.1%
 
1.1575 3 < 0.1%
 
0.10994 3 < 0.1%
 
0.11816 3 < 0.1%
 
Other values (9487) 9825 93.5%
 
(Missing) 591 5.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-74385 1 < 0.1%
 
-28810 1 < 0.1%
 
-3978 1 < 0.1%
 
-1010.4 1 < 0.1%
 
-1007.7 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
113280 1 < 0.1%
 
98924 1 < 0.1%
 
11077 1 < 0.1%
 
9692 1 < 0.1%
 
5585.2 1 < 0.1%
 

X46
Highly correlated

This variable is highly correlated with X4 and should be ignored for analysis

Correlation0.9999329858

X47
Highly correlated

This variable is highly correlated with X32 and should be ignored for analysis

Correlation0.9539983216

X48
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation0.9269619262

X49
Highly correlated

This variable is highly correlated with X42 and should be ignored for analysis

Correlation0.9954364121

X5
Numeric

Distinct count10187
Unique (%)97.0%
Missing (%)0.2%
Missing (n)25
Infinite (%)0.0%
Infinite (n)0
Mean-1347.662372
Minimum-11903000
Maximum685440
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-11903000
5-th percentile-336.996
Q1-52.07075
Median1.5793
Q356.084
95-th percentile375.852
Maximum685440
Range12588440
Interquartile range108.15475

Descriptive statistics

Standard deviation118580.5692
Coef of variation-87.98981977
Kurtosis9693.32862
Mean-1347.662372
MAD3233.198039
Skewness-96.85758242
Sum-14120806.33
Variance1.40613514e+10
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
-202.45 3 < 0.1%
 
-101.88 3 < 0.1%
 
-32.222 3 < 0.1%
 
-169.23 3 < 0.1%
 
41.687 3 < 0.1%
 
-134.93 3 < 0.1%
 
13.226 3 < 0.1%
 
132.1 3 < 0.1%
 
108.97 3 < 0.1%
 
179.31 2 < 0.1%
 
Other values (10176) 10449 99.5%
 
(Missing) 25 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-11903000 1 < 0.1%
 
-1670200 1 < 0.1%
 
-1159500 1 < 0.1%
 
-668360 1 < 0.1%
 
-182370 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
685440 1 < 0.1%
 
683770 1 < 0.1%
 
90895 1 < 0.1%
 
86957 1 < 0.1%
 
69881 1 < 0.1%
 

X50
Highly correlated

This variable is highly correlated with X46 and should be ignored for analysis

Correlation0.9987746586

X51
Highly correlated

This variable is highly correlated with X2 and should be ignored for analysis

Correlation0.9986580653

X52
Highly correlated

This variable is highly correlated with X47 and should be ignored for analysis

Correlation0.9145646266

X53
Highly correlated

This variable is highly correlated with X28 and should be ignored for analysis

Correlation0.9406444007

X54
Highly correlated

This variable is highly correlated with X53 and should be ignored for analysis

Correlation0.9459039454

X55
Numeric

Distinct count10156
Unique (%)96.7%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean6638.548617
Minimum-751380
Maximum3380500
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-751380
5-th percentile-5483.14
Q114.621
Median882.29
Q34348.9
95-th percentile29327.9
Maximum3380500
Range4131880
Interquartile range4334.279

Descriptive statistics

Standard deviation59891.95797
Coef of variation9.021845199
Kurtosis1394.572277
Mean6638.548617
MAD12883.49392
Skewness29.09865781
Sum69724676.13
Variance3587046630
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-751380. -328065. -112165. -48710. -28379. ... 133215. 208820. 381895. 1224000. 3380500.], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
11146 3 < 0.1%
 
-656 3 < 0.1%
 
6743.8 3 < 0.1%
 
333 3 < 0.1%
 
1829.8 3 < 0.1%
 
725 3 < 0.1%
 
1.6642 3 < 0.1%
 
2788 3 < 0.1%
 
633.47 2 < 0.1%
 
-851.84 2 < 0.1%
 
Other values (10146) 10475 99.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-751380 1 < 0.1%
 
-669930 1 < 0.1%
 
-471440 1 < 0.1%
 
-420310 1 < 0.1%
 
-392140 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3380500 1 < 0.1%
 
2653200 1 < 0.1%
 
1273500 1 < 0.1%
 
1174500 1 < 0.1%
 
1108900 1 < 0.1%
 

X56
Numeric

Distinct count9910
Unique (%)94.4%
Missing (%)0.4%
Missing (n)43
Infinite (%)0.0%
Infinite (n)0
Mean-0.5300819909
Minimum-5691.7
Maximum293.15
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-5691.7
5-th percentile-0.1884815
Q10.005136925
Median0.051765
Q30.13001
95-th percentile0.3931835
Maximum293.15
Range5984.85
Interquartile range0.124873075

Descriptive statistics

Standard deviation55.97860837
Coef of variation-105.6036789
Kurtosis10218.44355
Mean-0.5300819909
MAD1.270971257
Skewness-100.5592068
Sum-5544.657624
Variance3133.604595
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1 96 0.9%
 
0.11114 4 < 0.1%
 
0.1095 4 < 0.1%
 
0.24415 3 < 0.1%
 
0.088751 3 < 0.1%
 
0.10146 3 < 0.1%
 
0.11999 3 < 0.1%
 
0.10365 3 < 0.1%
 
0.12686 3 < 0.1%
 
0.11525 3 < 0.1%
 
Other values (9899) 10335 98.4%
 
(Missing) 43 0.4%
 

Minimum 5 values

ValueCountFrequency (%) 
-5691.7 1 < 0.1%
 
-529.35 1 < 0.1%
 
-76.561 1 < 0.1%
 
-57.937 1 < 0.1%
 
-45.752 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
293.15 1 < 0.1%
 
2.7633 1 < 0.1%
 
1.8226 1 < 0.1%
 
1.8201 1 < 0.1%
 
1 96 0.9%
 

X57
Numeric

Distinct count9925
Unique (%)94.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean-0.01481700775
Minimum-1667.3
Maximum552.64
Zeros (%)1.1%
Mini histogram

Quantile statistics

Minimum-1667.3
5-th percentile-0.536242
Q10.00679645
Median0.10688
Q30.27131
95-th percentile0.860738
Maximum552.64
Range2219.94
Interquartile range0.26451355

Descriptive statistics

Standard deviation18.68404695
Coef of variation-1260.986514
Kurtosis6180.426065
Mean-0.01481700775
MAD0.873068845
Skewness-63.74613198
Sum-155.6230324
Variance349.0936104
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-1667.3 -252.905 -20.682 -5.31585 -2.7129 ... 3.0111 6.0134 12.686 33.748 552.64 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 117 1.1%
 
0.12687 4 < 0.1%
 
0.1194 4 < 0.1%
 
0.16376 4 < 0.1%
 
0.17069 4 < 0.1%
 
0.14887 4 < 0.1%
 
2.5102 3 < 0.1%
 
0.13835 3 < 0.1%
 
0.0038935 3 < 0.1%
 
0.16622 3 < 0.1%
 
Other values (9915) 10354 98.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-1667.3 1 < 0.1%
 
-267.45 1 < 0.1%
 
-238.36 1 < 0.1%
 
-177.85 1 < 0.1%
 
-155.42 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
552.64 1 < 0.1%
 
527.22 1 < 0.1%
 
106.34 1 < 0.1%
 
91.986 1 < 0.1%
 
85.308 1 < 0.1%
 

X58
Numeric

Distinct count8281
Unique (%)78.8%
Missing (%)0.3%
Missing (n)29
Infinite (%)0.0%
Infinite (n)0
Mean3.848794019
Minimum-198.69
Maximum18118
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum-198.69
5-th percentile0.61237
Q10.87556
Median0.95306
Q30.9959275
95-th percentile1.17887
Maximum18118
Range18316.69
Interquartile range0.1203675

Descriptive statistics

Standard deviation190.2012244
Coef of variation49.41839534
Kurtosis7952.729123
Mean3.848794019
MAD5.858020257
Skewness85.99569633
Sum40312.26855
Variance36176.50576
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
1.0009 9 0.1%
 
1.0099 7 0.1%
 
1.0144 7 0.1%
 
1.0161 7 0.1%
 
1.0007 6 0.1%
 
1.001 6 0.1%
 
1.0114 6 0.1%
 
1.0041 6 0.1%
 
1.0064 6 0.1%
 
1.0013 6 0.1%
 
Other values (8270) 10408 99.1%
 
(Missing) 29 0.3%
 

Minimum 5 values

ValueCountFrequency (%) 
-198.69 1 < 0.1%
 
-1.3281 1 < 0.1%
 
-1.1966 1 < 0.1%
 
-0.82258 1 < 0.1%
 
-0.42584 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
18118 1 < 0.1%
 
5693.7 1 < 0.1%
 
4048.6 1 < 0.1%
 
1192 1 < 0.1%
 
530.35 1 < 0.1%
 

X59
Numeric

Distinct count5555
Unique (%)52.9%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean1.429319469
Minimum-172.07
Maximum7617.3
Zeros (%)45.1%
Mini histogram

Quantile statistics

Minimum-172.07
5-th percentile0
Q10
Median0.0029764
Q30.24032
95-th percentile1.68365
Maximum7617.3
Range7789.37
Interquartile range0.24032

Descriptive statistics

Standard deviation77.27326983
Coef of variation54.06297998
Kurtosis9017.17576
Mean1.429319469
MAD2.814188813
Skewness92.56802622
Sum15012.14238
Variance5971.158231
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
Histogram
Histogram with variable size bins (bins=[-1.72070e+02 -3.49495e+01 -1.36870e+01 -5.41625e+00 -2.27980e+00 ... 1.68405e+01 3.70875e+01 1.04795e+02 6.16130e+02 7.61730e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4739 45.1%
 
0.1594 3 < 0.1%
 
0.20789 3 < 0.1%
 
0.35277 3 < 0.1%
 
0.04386 3 < 0.1%
 
0.15409 3 < 0.1%
 
0.17418 3 < 0.1%
 
0.19004 2 < 0.1%
 
0.73959 2 < 0.1%
 
0.00077458 2 < 0.1%
 
Other values (5545) 5740 54.7%
 

Minimum 5 values

ValueCountFrequency (%) 
-172.07 1 < 0.1%
 
-142.79 1 < 0.1%
 
-136.29 1 < 0.1%
 
-129.83 1 < 0.1%
 
-94.598 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
7617.3 1 < 0.1%
 
1818 1 < 0.1%
 
853.09 1 < 0.1%
 
379.17 1 < 0.1%
 
373.54 1 < 0.1%
 

X6
Highly correlated

This variable is highly correlated with X38 and should be ignored for analysis

Correlation0.9854792232

X60
Numeric

Distinct count9256
Unique (%)88.1%
Missing (%)5.6%
Missing (n)592
Infinite (%)0.0%
Infinite (n)0
Mean571.3363093
Minimum0
Maximum3660200
Zeros (%)0.1%
Mini histogram

Quantile statistics

Minimum0
5-th percentile2.35315
Q15.53315
Median9.9521
Q320.936
95-th percentile112.89
Maximum3660200
Range3660200
Interquartile range15.40285

Descriptive statistics

Standard deviation37159.67226
Coef of variation65.03992771
Kurtosis9496.457396
Mean571.3363093
MAD1080.112533
Skewness96.55011193
Sum5662514.162
Variance1380841242
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 8 0.1%
 
11.895 4 < 0.1%
 
14.115 4 < 0.1%
 
11.983 4 < 0.1%
 
4.305 4 < 0.1%
 
11.398 4 < 0.1%
 
12.929 4 < 0.1%
 
12.594 4 < 0.1%
 
10.754 4 < 0.1%
 
10.669 3 < 0.1%
 
Other values (9245) 9868 94.0%
 
(Missing) 592 5.6%
 

Minimum 5 values

ValueCountFrequency (%) 
0 8 0.1%
 
0.0039847 1 < 0.1%
 
0.0065476 1 < 0.1%
 
0.013719 1 < 0.1%
 
0.068328 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
3660200 1 < 0.1%
 
313280 1 < 0.1%
 
300530 1 < 0.1%
 
203500 1 < 0.1%
 
151730 1 < 0.1%
 

X61
Numeric

Distinct count9709
Unique (%)92.4%
Missing (%)0.2%
Missing (n)17
Infinite (%)0.0%
Infinite (n)0
Mean13.93536123
Minimum-6.5903
Maximum4470.4
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum-6.5903
5-th percentile2.162375
Q14.486075
Median6.6773
Q310.5875
95-th percentile32.51
Maximum4470.4
Range4476.9903
Interquartile range6.101425

Descriptive statistics

Standard deviation83.70410335
Coef of variation6.006597313
Kurtosis1675.570003
Mean13.93536123
MAD12.79085148
Skewness37.13976548
Sum146126.1979
Variance7006.376918
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 42 0.4%
 
3.151 4 < 0.1%
 
6.3631 3 < 0.1%
 
3.3234 3 < 0.1%
 
11.151 3 < 0.1%
 
4.0288 3 < 0.1%
 
5.2098 3 < 0.1%
 
10.8 3 < 0.1%
 
10.104 3 < 0.1%
 
1.1786 3 < 0.1%
 
Other values (9698) 10416 99.2%
 
(Missing) 17 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-6.5903 1 < 0.1%
 
-0.014534 1 < 0.1%
 
0 42 0.4%
 
0.0014368 1 < 0.1%
 
0.0043006 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4470.4 1 < 0.1%
 
4246.7 1 < 0.1%
 
2999.5 1 < 0.1%
 
2322.6 1 < 0.1%
 
1975.2 1 < 0.1%
 

X62
Highly correlated

This variable is highly correlated with X30 and should be ignored for analysis

Correlation0.9901782546

X63
Numeric

Distinct count9768
Unique (%)93.0%
Missing (%)0.2%
Missing (n)18
Infinite (%)0.0%
Infinite (n)0
Mean9.095149362
Minimum-0.00015622
Maximum1974.5
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum-0.00015622
5-th percentile1.15892
Q13.0628
Median5.1392
Q38.8826
95-th percentile23.5758
Maximum1974.5
Range1974.500156
Interquartile range5.8198

Descriptive statistics

Standard deviation31.41909643
Coef of variation3.454489331
Kurtosis1842.215297
Mean9.095149362
MAD7.303598173
Skewness36.05340839
Sum95362.64106
Variance987.1596207
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 41 0.4%
 
7.5229 4 < 0.1%
 
3.647 4 < 0.1%
 
2.2312 4 < 0.1%
 
4.7634 3 < 0.1%
 
12.847 3 < 0.1%
 
19.846 3 < 0.1%
 
4.8937 3 < 0.1%
 
3.4077 3 < 0.1%
 
5.8743 3 < 0.1%
 
Other values (9757) 10414 99.2%
 
(Missing) 18 0.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.00015622 1 < 0.1%
 
0 41 0.4%
 
0.00034002 1 < 0.1%
 
0.00072732 1 < 0.1%
 
0.001016 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
1974.5 1 < 0.1%
 
1266.2 1 < 0.1%
 
924.37 1 < 0.1%
 
740.73 1 < 0.1%
 
663.03 1 < 0.1%
 

X64
Numeric

Distinct count9636
Unique (%)91.7%
Missing (%)2.2%
Missing (n)228
Infinite (%)0.0%
Infinite (n)0
Mean35.76680034
Minimum-0.0001023
Maximum21499
Zeros (%)0.3%
Mini histogram

Quantile statistics

Minimum-0.0001023
5-th percentile0.652106
Q12.02335
Median4.0593
Q39.68275
95-th percentile69.1188
Maximum21499
Range21499.0001
Interquartile range7.6594

Descriptive statistics

Standard deviation428.2983155
Coef of variation11.97474505
Kurtosis1221.818798
Mean35.76680034
MAD54.38299626
Skewness31.96775366
Sum367503.8735
Variance183439.447
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 30 0.3%
 
1.101 4 < 0.1%
 
3.4389 3 < 0.1%
 
10.279 3 < 0.1%
 
2.841 3 < 0.1%
 
0.18894 3 < 0.1%
 
1.5547 3 < 0.1%
 
3.2394 3 < 0.1%
 
13.831 3 < 0.1%
 
2.7069 3 < 0.1%
 
Other values (9625) 10217 97.3%
 
(Missing) 228 2.2%
 

Minimum 5 values

ValueCountFrequency (%) 
-0.0001023 1 < 0.1%
 
0 30 0.3%
 
0.00017979 1 < 0.1%
 
0.00021924 2 < 0.1%
 
0.00027058 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
21499 1 < 0.1%
 
17902 1 < 0.1%
 
12569 1 < 0.1%
 
11738 1 < 0.1%
 
11496 1 < 0.1%
 

X7
Highly correlated

This variable is highly correlated with X22 and should be ignored for analysis

Correlation0.9446656615

X8
Highly correlated

This variable is highly correlated with X17 and should be ignored for analysis

Correlation0.9991690446

X9
Numeric

Distinct count8359
Unique (%)79.6%
Missing (%)< 0.1%
Missing (n)3
Infinite (%)0.0%
Infinite (n)0
Mean1.819254325
Minimum-1.2157
Maximum740.44
Zeros (%)0.4%
Mini histogram

Quantile statistics

Minimum-1.2157
5-th percentile0.5274885
Q11.011275
Median1.199
Q32.0591
95-th percentile4.10304
Maximum740.44
Range741.6557
Interquartile range1.047825

Descriptive statistics

Standard deviation7.581659053
Coef of variation4.167454186
Kurtosis8605.308567
Mean1.819254325
MAD1.042400707
Skewness89.23915209
Sum19102.17042
Variance57.481554
Memory size82.2 KiB
Histogram
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%) 
0 41 0.4%
 
1.081 9 0.1%
 
1.0055 7 0.1%
 
1.0095 7 0.1%
 
1.0161 7 0.1%
 
1.015 6 0.1%
 
1.0096 6 0.1%
 
1.0097 6 0.1%
 
1.0651 6 0.1%
 
1.0031 6 0.1%
 
Other values (8348) 10399 99.0%
 

Minimum 5 values

ValueCountFrequency (%) 
-1.2157 1 < 0.1%
 
-8.4465e-05 1 < 0.1%
 
0 41 0.4%
 
0.00015936 1 < 0.1%
 
0.00022299 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
740.44 1 < 0.1%
 
169.5 1 < 0.1%
 
63.482 1 < 0.1%
 
49.092 1 < 0.1%
 
45.01 1 < 0.1%
 

Y
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
0
10008
1
 
495
ValueCountFrequency (%) 
0 10008 95.3%
 
1 495 4.7%
 

Correlations

Missing values

Sample

First rows

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Last rows

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